[This article belongs to Volume - 56, Issue - 01, 2024]
Gongcheng Kexue Yu Jishu/Advanced Engineering Science
Journal ID : AES-24-04-2024-36

Title : SIGN LANGUAGE RECOGNITION USING CNN AND STORAGE OPTIMIZATION ALGORITHM
Subhashree D C, Dr. Jagadish R M, Dr. Girish Kumar D, Virupaksha Gouda R

Abstract :

Communication is vital for sharing emotions and thoughts, yet deaf and mute individuals face challenges in expressing themselves. Sign language serves as their primary mode of communication, but its limited understanding among the general population creates barriers. This paper presents a sign language recognition model utilizing convolutional neural networks to interpret hand and facial gestures. Data collection is facilitated through OpenCV and Mediapipe, enabling accurate prediction of words. The model acts as a bridge between individuals with physical disabilities and the general populace, facilitating effective communication and fostering inclusivity. [[11][12][13][14][15][16][17][18]